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Table 3 Comparison of latent class models for overall implementation strategy profile

From: Intermediary/purveyor organizations for evidence-based interventions in the US child mental health: characteristics and implementation strategies

 

Likelihood ratio difference test

 

Model

G 2

df

G2 difference

df difference

p

AIC

BIC

Entropy

Overall implementation strategy profile

 2-class

26.27

20

48.27

70.15

.94

 3-class

18.67

14

7.60

6

0.2689

52.67

86.49

.76

 4-class

14.54

8

4.13

6

0.6591

60.54

106.29

.81

 5-class

11.62

2

2.92

6

0.8188

69.62

127.3

.88

Planning strategy profile

 2-class

493.29

131,036

563.29

632.91

.93

 3-class

443.57

131,018

49.72

18

0.0001

549.57

654.99

.90

 4-class

399.07

131,000

44.5

18

0.0005

541.07

682.29

.97

 5-class

405.20

130,982

− 6.13

18

1.0000

583.20

760.22

.97

Education strategy profile

 2-class

447.54

65,502

513.54

579.18

.86

 3-class

420.09

65,485

27.45

17

0.0518

520.09

619.54

.88

 4-class

399.63

65,468

20.46

17

0.2514

533.63

666.90

.96

 5-class

366.65

65,451

32.98

17

0.0113

534.65

701.73

.95

Finance strategy profile

 2-class

55.65

492

93.65

131.44

.88

 3-class

38.90

482

16.75

10

0.0801

96.90

154.58

.95

 4-class

31.16

472

7.74

10

0.6542

109.16

186.73

.92

 5-class

23.84

462

7.32

10

0.6949

121.84

219.30

.95

Restructure strategy profile

 2-class

48.90

50

74.90

100.76

.79

 3-class

40.98

43

7.92

7

0.3397

80.98

120.76

.81

 4-class

33.14

36

7.84

7

0.3469

87.14

140.84

.89

 5-class

20.33

29

12.81

7

0.0769

88.33

155.95

.98

Quality strategy profile

 2-class

472.09

65,502

538.09

603.72

.93

 3-class

412.89

65,485

59.2

17

0.0000

512.89

612.34

.96

 4-class

379.76

65,468

33.13

17

0.0109

513.76

647.02

.95

 5-class

349.16

65,451

30.6

17

0.0223

517.16

684.24

.96